LSET’s AI in Identity & Access Management (IAM) Course offers an in-depth exploration of modern IAM strategies powered by artificial intelligence. The course is structured to provide both foundational understanding and practical skills, preparing you to secure digital identities and manage access intelligently. You will delve into adaptive authentication, anomaly detection, and policy automation, equipping you with the tools to prevent identity fraud and streamline access control in complex digital environments.
Technologies Covered in This Course
Behavioural Biometrics leverages AI to analyse user behaviour, such as typing rhythm or mouse movement-to detect anomalies and verify identity, enhancing access security without intrusive checks.
Anomaly Detection Models use machine learning algorithms to identify unusual access patterns or suspicious login attempts, enabling proactive identity threat detection and incident response.
Risk-Based Multi-Factor Authentication (MFA) dynamically adjusts authentication requirements based on user context, location, or behaviour, offering a balance of security and user experience.
Identity Fraud Detection Tools employ supervised and unsupervised learning to uncover suspicious activities such as synthetic identities, credential stuffing, or insider misuse.
Policy Automation with LLMs allows large language models to assist in generating, validating, and optimising IAM access control policies, reducing manual errors and administrative overhead.
Cloud IAM (AWS, GCP, Azure) focuses on integrating AI for smarter access provisioning, privilege management, and continuous monitoring across multi-cloud environments.
Open Policy Agent (OPA) is an open-source, general-purpose policy engine used to enforce fine-grained access control using AI-enhanced decision-making and policy as code.
Microsoft Entra ID / Azure AD is covered with emphasis on using AI features for identity governance, conditional access, and real-time threat intelligence.
Okta and Auth0 are explored to demonstrate intelligent identity federation and adaptive access management powered by AI, enabling seamless yet secure user experiences.
Capstone Project culminates in building a proof-of-concept AI-enhanced IAM module, combining behavioural analytics, smart authentication, and automated policy generation.
Career Accelerator Program
Premium Career-Ready Track
  Note: Please note that all prices listed are exclusive of VAT. VAT will be charged separately and added to the total amount payable.
